jdkbean / tf-gpt-2

Java library for the GPT-2 Text Model using Tensorflow

tf-gpt-2

Java library for the GPT-2 Text Model using Tensorflow

Source:

1. Original Python Release
2. OpenAI Blog - GPT2 Details

More Background:

1. Transformers and Attention Models

Basic Usage

Import the Library

<dependency>
    <groupId>com.simiacryptus</groupId>
    <artifactId>tf-gpt-2</artifactId>
    <version>1.7.1</version>
</dependency>

Instantiate the text generator

import com.simiacryptus.text.TextGenerator;
import com.simiacryptus.text.gpt2.GPT2Util;
TextGenerator textGenerator = GPT2Util.get345M();

Generate text

System.out.println(textGenerator.generateText(500));

Generate text given prefix

System.out.println(textGenerator.generateText(500, "Once upon a time"));